US6581048B1 - 3-brain architecture for an intelligent decision and control system - Google Patents

3-brain architecture for an intelligent decision and control system Download PDF

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US6581048B1
US6581048B1 US09/147,338 US14733899A US6581048B1 US 6581048 B1 US6581048 B1 US 6581048B1 US 14733899 A US14733899 A US 14733899A US 6581048 B1 US6581048 B1 US 6581048B1
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Paul J. Werbos
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IPU POWER MANAGEMENT LLC
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    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B13/00—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
    • G05B13/02—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric
    • G05B13/0265—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric the criterion being a learning criterion
    • G05B13/0285—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric the criterion being a learning criterion using neural networks and fuzzy logic
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B13/00—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
    • G05B13/02—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric
    • G05B13/0265—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric the criterion being a learning criterion
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B13/00—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
    • G05B13/02—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric
    • G05B13/0265—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric the criterion being a learning criterion
    • G05B13/027—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric the criterion being a learning criterion using neural networks only
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/10—Interfaces, programming languages or software development kits, e.g. for simulating neural networks
    • G06N3/105—Shells for specifying net layout

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  • Engineering & Computer Science (AREA)
  • Artificial Intelligence (AREA)
  • Physics & Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • Software Systems (AREA)
  • Health & Medical Sciences (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Medical Informatics (AREA)
  • Automation & Control Theory (AREA)
  • Computing Systems (AREA)
  • Theoretical Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Biomedical Technology (AREA)
  • Computational Linguistics (AREA)
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  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • General Engineering & Computer Science (AREA)
  • Biophysics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Fuzzy Systems (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Feedback Control In General (AREA)
US09/147,338 1996-06-04 1997-06-04 3-brain architecture for an intelligent decision and control system Expired - Fee Related US6581048B1 (en)

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US09/147,338 US6581048B1 (en) 1996-06-04 1997-06-04 3-brain architecture for an intelligent decision and control system
PCT/US1997/009724 WO1997046929A2 (en) 1996-06-04 1997-06-04 3-brain architecture for an intelligent decision and control system

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Cited By (89)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20020055838A1 (en) * 2000-09-22 2002-05-09 Achim Mueller Methods for speech processing
US20030040814A1 (en) * 2000-04-04 2003-02-27 Volker Moebius Method for controlling mechanisms and technical systems a corresponding device and control software
US20030074166A1 (en) * 2001-10-11 2003-04-17 Xerox Corporation Learning systems and methods for market-based control of smart matter
US20040002930A1 (en) * 2002-06-26 2004-01-01 Oliver Nuria M. Maximizing mutual information between observations and hidden states to minimize classification errors
US20040024721A1 (en) * 2002-03-15 2004-02-05 Wilfrid Donovan Michael Thomas Adaptive decision engine
US6728689B1 (en) * 2000-11-14 2004-04-27 International Business Machines Corporation Method and apparatus for generating a data classification model using interactive adaptive learning algorithms
US20040103108A1 (en) * 2000-09-05 2004-05-27 Leonid Andreev Method and computer-based sytem for non-probabilistic hypothesis generation and verification
US20040107171A1 (en) * 2002-12-03 2004-06-03 Jayanta Basak Determining utility functions from ordenal rankings
US20040243292A1 (en) * 2003-06-02 2004-12-02 Rini Roy Vehicle control system having an adaptive controller
US20040260662A1 (en) * 2003-06-20 2004-12-23 Carl Staelin Neural network trained with spatial errors
US20050097067A1 (en) * 2003-10-29 2005-05-05 Kirshenbaum Evan R. System and method for combining valuations of multiple evaluators
US20050104885A1 (en) * 2003-11-13 2005-05-19 International Business Machines Corporation Embedded analytics in information visualization
US20050182499A1 (en) * 2000-05-27 2005-08-18 Georgia Tech Research Corporation Adaptive control system having direct output feedback and related apparatuses and methods
US6944596B1 (en) * 2000-02-23 2005-09-13 Accenture Llp Employee analysis based on results of an education business simulation
US20050267767A1 (en) * 2004-05-26 2005-12-01 Searcey Carrie W Allowable states of policies
US20060058895A1 (en) * 2004-09-16 2006-03-16 Siemens Aktiengesellschaft Automation system with affective control
US20060095653A1 (en) * 2004-11-03 2006-05-04 Fleming James S Network of networks of associative memory networks for knowledge management
US7047224B1 (en) * 1998-09-23 2006-05-16 Siemens Aktiengesellschaft Method and configuration for determining a sequence of actions for a system which comprises statuses, whereby a status transition ensues between two statuses as a result of an action
US20060167917A1 (en) * 2005-01-21 2006-07-27 Solomon Research Llc System, methods and apparatus for complex behaviors of collectives of intelligent mobile software agents
US20060184491A1 (en) * 2005-01-28 2006-08-17 Rakesh Gupta Responding to situations using knowledge representation and inference
US20070022078A1 (en) * 2005-07-08 2007-01-25 Rakesh Gupta Commonsense reasoning about task instructions
US20070156294A1 (en) * 2005-12-30 2007-07-05 Microsoft Corporation Learning controller for vehicle control
WO2007090033A2 (en) * 2006-02-01 2007-08-09 Honda Motor Co., Ltd. Meta learning for question classification
US20070194727A1 (en) * 2005-12-28 2007-08-23 Neurosciences Research Foundation, Inc. Brian-based device having a cerebellar model for predictive motor control
US20080005048A1 (en) * 2006-03-27 2008-01-03 Board Of Trustees Of Michigan State University Multi-layer developmental network having in-place learning
US20080009966A1 (en) * 2006-07-05 2008-01-10 Battelle Energy Alliance, Llc Occupancy Change Detection System and Method
US20080009965A1 (en) * 2006-07-05 2008-01-10 Battelle Energy Alliance, Llc Autonomous Navigation System and Method
US20080009968A1 (en) * 2006-07-05 2008-01-10 Battelle Energy Alliance, Llc Generic robot architecture
US20080009969A1 (en) * 2006-07-05 2008-01-10 Battelle Energy Alliance, Llc Multi-Robot Control Interface
US20080009970A1 (en) * 2006-07-05 2008-01-10 Battelle Energy Alliance, Llc Robotic Guarded Motion System and Method
US20080009964A1 (en) * 2006-07-05 2008-01-10 Battelle Energy Alliance, Llc Robotics Virtual Rail System and Method
US20080009967A1 (en) * 2006-07-05 2008-01-10 Battelle Energy Alliance, Llc Robotic Intelligence Kernel
US7353221B1 (en) * 1999-03-09 2008-04-01 Siemens Aktiengesellschaft Method for the automatic retrieval of engineering data of systems
US20080133304A1 (en) * 2002-02-28 2008-06-05 Sabre Inc. Methods and systems for routing mobile vehicles
US20080147580A1 (en) * 2003-11-10 2008-06-19 Pannese Patrick D Applications of neural networks
US20080147702A1 (en) * 2004-03-16 2008-06-19 Michael Bernhard Prediction Method and Device For Evaluating and Forecasting Stochastic Events
US20080155442A1 (en) * 2003-11-10 2008-06-26 Pannese Patrick D Methods and systems for controlling a semiconductor fabrication process
US20080163094A1 (en) * 2003-11-10 2008-07-03 Pannese Patrick D Methods and systems for controlling a semiconductor fabrication process
US20090012922A1 (en) * 2006-01-23 2009-01-08 Gerald James Tesauro Method and apparatus for reward-based learning of improved systems management policies
US20090094004A1 (en) * 2007-10-03 2009-04-09 Nec Laboratories America, Inc. Methods and systems for efficient analysis of hybrid systems using template polyhedra
US20090234499A1 (en) * 2008-03-13 2009-09-17 Battelle Energy Alliance, Llc System and method for seamless task-directed autonomy for robots
US20090287624A1 (en) * 2005-12-23 2009-11-19 Societe De Commercialisation De Produits De La Recherche Applique-Socpra-Sciences Et Genie S.E.C. Spatio-temporal pattern recognition using a spiking neural network and processing thereof on a portable and/or distributed computer
US20090299929A1 (en) * 2008-05-30 2009-12-03 Robert Kozma Methods of improved learning in simultaneous recurrent neural networks
US20100137734A1 (en) * 2007-05-02 2010-06-03 Digiovanna John F System and method for brain machine interface (bmi) control using reinforcement learning
US7778803B1 (en) * 1999-09-29 2010-08-17 Eric T Bax Validation of function approximation by fusion
US7809663B1 (en) 2006-05-22 2010-10-05 Convergys Cmg Utah, Inc. System and method for supporting the utilization of machine language
US20100306227A1 (en) * 2009-06-02 2010-12-02 Fleming James S Methods, systems and computer program products for providing a distributed associative memory base
US20110054689A1 (en) * 2009-09-03 2011-03-03 Battelle Energy Alliance, Llc Robots, systems, and methods for hazard evaluation and visualization
US20110191277A1 (en) * 2008-06-16 2011-08-04 Agundez Dominguez Jose Luis Automatic data mining process control
US20120065746A1 (en) * 2009-04-22 2012-03-15 Powitec Intelligent Technologies Gmbh Control system
US20120274646A1 (en) * 2011-04-29 2012-11-01 Randy Johnson Laser particle projection system
US8379830B1 (en) 2006-05-22 2013-02-19 Convergys Customer Management Delaware Llc System and method for automated customer service with contingent live interaction
US8452668B1 (en) 2006-03-02 2013-05-28 Convergys Customer Management Delaware Llc System for closed loop decisionmaking in an automated care system
US8615314B1 (en) * 2004-09-02 2013-12-24 Advanced Micro Devices, Inc. Process control using analysis of an upstream process
US20140180975A1 (en) * 2012-12-21 2014-06-26 InsideSales.com, Inc. Instance weighted learning machine learning model
US8799186B2 (en) 2010-11-02 2014-08-05 Survey Engine Pty Ltd. Choice modelling system and method
US8965578B2 (en) 2006-07-05 2015-02-24 Battelle Energy Alliance, Llc Real time explosive hazard information sensing, processing, and communication for autonomous operation
US9015096B2 (en) 2012-05-30 2015-04-21 Qualcomm Incorporated Continuous time spiking neural network event-based simulation that schedules co-pending events using an indexable list of nodes
US20150309503A1 (en) * 2013-01-09 2015-10-29 Mitsubishi Electric Corporation Plant engineering system
US9177259B1 (en) * 2010-11-29 2015-11-03 Aptima Inc. Systems and methods for recognizing and reacting to spatiotemporal patterns
US9208431B2 (en) 2012-05-10 2015-12-08 Qualcomm Incorporated Method and apparatus for strategic synaptic failure and learning in spiking neural networks
US9460401B2 (en) 2012-08-20 2016-10-04 InsideSales.com, Inc. Using machine learning to predict behavior based on local conditions
US20170136623A1 (en) * 2013-11-25 2017-05-18 Canon Kabushiki Kaisha Robot control method, robot control apparatus, robot control program, and storage medium
US20170193360A1 (en) * 2015-12-30 2017-07-06 Microsoft Technology Licensing, Llc Multi-model controller
US9917739B2 (en) 2012-02-20 2018-03-13 Aptima, Inc. Systems and methods for network pattern matching
US9965725B1 (en) 2010-04-18 2018-05-08 Aptima, Inc. Systems and methods of power management based on user behavior
US9971877B1 (en) * 2002-06-07 2018-05-15 Jda Software Group, Inc. Managing plan problems across planning cycles
US10061316B2 (en) * 2016-07-08 2018-08-28 Toyota Motor Engineering & Manufacturing North America, Inc. Control policy learning and vehicle control method based on reinforcement learning without active exploration
US10065654B2 (en) * 2016-07-08 2018-09-04 Toyota Motor Engineering & Manufacturing North America, Inc. Online learning and vehicle control method based on reinforcement learning without active exploration
US10086511B2 (en) 2003-11-10 2018-10-02 Brooks Automation, Inc. Semiconductor manufacturing systems
CN109709978A (zh) * 2018-11-26 2019-05-03 北京空天技术研究所 一种高超声速飞行器制导控制一体化设计方法
US10338554B2 (en) 2016-05-09 2019-07-02 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US20190266498A1 (en) * 2018-02-28 2019-08-29 Cisco Technology, Inc. Behavioral models for vehicles
US10678233B2 (en) 2017-08-02 2020-06-09 Strong Force Iot Portfolio 2016, Llc Systems and methods for data collection and data sharing in an industrial environment
US10712738B2 (en) 2016-05-09 2020-07-14 Strong Force Iot Portfolio 2016, Llc Methods and systems for industrial internet of things data collection for vibration sensitive equipment
US10839302B2 (en) 2015-11-24 2020-11-17 The Research Foundation For The State University Of New York Approximate value iteration with complex returns by bounding
WO2021061401A1 (en) * 2019-09-27 2021-04-01 D5Ai Llc Selective training of deep learning modules
US10983507B2 (en) 2016-05-09 2021-04-20 Strong Force Iot Portfolio 2016, Llc Method for data collection and frequency analysis with self-organization functionality
US11199835B2 (en) 2016-05-09 2021-12-14 Strong Force Iot Portfolio 2016, Llc Method and system of a noise pattern data marketplace in an industrial environment
US11199837B2 (en) 2017-08-02 2021-12-14 Strong Force Iot Portfolio 2016, Llc Data monitoring systems and methods to update input channel routing in response to an alarm state
US11237546B2 (en) 2016-06-15 2022-02-01 Strong Force loT Portfolio 2016, LLC Method and system of modifying a data collection trajectory for vehicles
US11410030B2 (en) 2018-09-06 2022-08-09 International Business Machines Corporation Active imitation learning in high dimensional continuous environments
US11439346B2 (en) 2019-01-03 2022-09-13 Jacob T. Boyle Robotic device for assisting individuals with a mental illness
US11449016B2 (en) * 2017-12-22 2022-09-20 Huawei Technologies Co., Ltd. Action control method and apparatus
US11529733B2 (en) * 2019-10-15 2022-12-20 Hefei University Of Technology Method and system for robot action imitation learning in three-dimensional space
US11568236B2 (en) 2018-01-25 2023-01-31 The Research Foundation For The State University Of New York Framework and methods of diverse exploration for fast and safe policy improvement
US20230161344A1 (en) * 2018-01-15 2023-05-25 Uatc, Llc Discrete Decision Architecture for Motion Planning System of an Autonomous Vehicle
US11774944B2 (en) 2016-05-09 2023-10-03 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US11958183B2 (en) 2019-09-19 2024-04-16 The Research Foundation For The State University Of New York Negotiation-based human-robot collaboration via augmented reality

Families Citing this family (183)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5946675A (en) * 1992-09-18 1999-08-31 Gte Laboratories Incorporated Apparatus for machine learning
US6999950B1 (en) * 1998-06-23 2006-02-14 Intellix A/S N-tuple or RAM based neural network classification system and method
DE19832612A1 (de) * 1998-07-21 2000-01-27 Bodenseewerk Geraetetech Verfahren zum Trainieren eines neuronalen Netzes für die Lenkung eines Flugkörpers zu einem Ziel
GB9827358D0 (en) * 1998-12-12 2000-01-19 British Aerospace Combat aid system
US6560493B1 (en) * 1999-02-26 2003-05-06 Massachusetts Institute Of Technology Architecture for distributed control of actuator and sensor arrays
US6523016B1 (en) * 1999-04-12 2003-02-18 George Mason University Learnable non-darwinian evolution
US6502082B1 (en) * 1999-06-01 2002-12-31 Microsoft Corp Modality fusion for object tracking with training system and method
FR2795830B1 (fr) * 1999-07-01 2001-08-31 Lorraine Laminage Procede de pilotage d'un processus dynamique complexe
US6947953B2 (en) * 1999-11-05 2005-09-20 The Board Of Trustees Of The Leland Stanford Junior University Internet-linked system for directory protocol based data storage, retrieval and analysis
US6516246B2 (en) 2000-09-11 2003-02-04 Mimicking Man Manually, Inc. Method and system for determining native neurological dominant hemisphere
AU2001295435A1 (en) * 2000-10-10 2002-04-22 Core A/S Expectation sampling and perception control
DE60142582D1 (de) * 2000-10-13 2010-08-26 Fraunhofer Ges Forschung Verfahren zum überwachten trainieren eines iterativen künstlichen neuronalen netzwerks
US6697767B2 (en) * 2000-10-18 2004-02-24 The National University Of Singapore Robust process identification and auto-tuning control
US6580102B2 (en) * 2001-06-05 2003-06-17 D-Wave Systems, Inc. Four-terminal system for reading the state of a phase qubit
US6675164B2 (en) * 2001-06-08 2004-01-06 The Regents Of The University Of California Parallel object-oriented data mining system
US6662091B2 (en) * 2001-06-29 2003-12-09 Battelle Memorial Institute Diagnostics/prognostics using wireless links
US7577631B2 (en) * 2001-09-10 2009-08-18 Feldhake Michael J Cognitive image filtering
CN1596420A (zh) * 2001-10-11 2005-03-16 爱科赛亚有限责任公司 用于学习模式分类和判定值估计的方法和装置
US7209788B2 (en) * 2001-10-29 2007-04-24 Duke University Closed loop brain machine interface
US7283941B2 (en) * 2001-11-13 2007-10-16 Swanson Consulting Services, Inc. Computer system and method for modeling fluid depletion
US20030105409A1 (en) * 2001-11-14 2003-06-05 Donoghue John Philip Neurological signal decoding
US6922681B2 (en) * 2001-12-20 2005-07-26 Xerox Corporation Problem partitioning method and system
US20030125662A1 (en) * 2002-01-03 2003-07-03 Tuan Bui Method and apparatus for providing medical treatment therapy based on calculated demand
WO2003065244A1 (en) * 2002-01-30 2003-08-07 Board Of Regents, The University Of Texas System Probabilistic boolean networks
US6718261B2 (en) 2002-02-21 2004-04-06 Lockheed Martin Corporation Architecture for real-time maintenance of distributed mission plans
US6687606B1 (en) 2002-02-21 2004-02-03 Lockheed Martin Corporation Architecture for automatic evaluation of team reconnaissance and surveillance plans
US6725152B2 (en) * 2002-02-21 2004-04-20 Lockheed Martin Corporation Real-time route and sensor planning system with variable mission objectives
US7647232B2 (en) 2002-02-21 2010-01-12 Lockheed Martin Corporation Real-time team coordination system for reconnaissance and surveillance missions
US6993392B2 (en) * 2002-03-14 2006-01-31 Duke University Miniaturized high-density multichannel electrode array for long-term neuronal recordings
EP1513584A2 (en) * 2002-06-04 2005-03-16 Cyberkinetics, Inc. Optically-connected implants and related systems and methods of use
US7589484B2 (en) * 2002-07-10 2009-09-15 Seagate Technology Llc Closed loop acceleration control for a data storage device motor
US9009084B2 (en) 2002-10-21 2015-04-14 Rockwell Automation Technologies, Inc. System and methodology providing automation security analysis and network intrusion protection in an industrial environment
US8909926B2 (en) * 2002-10-21 2014-12-09 Rockwell Automation Technologies, Inc. System and methodology providing automation security analysis, validation, and learning in an industrial controller environment
US7212851B2 (en) 2002-10-24 2007-05-01 Brown University Research Foundation Microstructured arrays for cortex interaction and related methods of manufacture and use
US6823253B2 (en) 2002-11-27 2004-11-23 General Electric Company Methods and apparatus for model predictive control of aircraft gas turbine engines
JP3841049B2 (ja) * 2002-12-27 2006-11-01 ヤマハ株式会社 電源回路
US7838297B2 (en) * 2003-03-28 2010-11-23 General Electric Company Combustion optimization for fossil fuel fired boilers
US7248012B2 (en) * 2003-06-02 2007-07-24 Honda Motor Co., Ltd. Teaching data preparing method for articulated robot
US20040249302A1 (en) * 2003-06-09 2004-12-09 Cyberkinetics, Inc. Methods and systems for processing of brain signals
WO2005020044A1 (en) * 2003-08-26 2005-03-03 The Trustees Of Columbia University In The City Of New York Innervated stochastic controller for real time business decision-making support
US8560476B2 (en) * 2003-08-26 2013-10-15 The Trustees Of Columbia University In The City Of New York Martingale control of production for optimal profitability of oil and gas fields
US20050143589A1 (en) * 2003-11-09 2005-06-30 Donoghue John P. Calibration systems and methods for neural interface devices
US20070153891A1 (en) * 2003-11-13 2007-07-05 Koninklijke Philips Electronics N.V. Method and apparatus for smoothing overall quality of video transported over a wireless medium
US20050113744A1 (en) * 2003-11-21 2005-05-26 Cyberkinetics, Inc. Agent delivery systems and related methods under control of biological electrical signals
US7751877B2 (en) * 2003-11-25 2010-07-06 Braingate Co., Llc Neural interface system with embedded id
US7647097B2 (en) * 2003-12-29 2010-01-12 Braingate Co., Llc Transcutaneous implant
US7103452B2 (en) * 2003-12-29 2006-09-05 Theodora Retsina Method and system for targeting and monitoring the energy performance of manufacturing facilities
JP4742329B2 (ja) * 2004-02-25 2011-08-10 学校法人立命館 浮遊移動体の制御システム
US20050203366A1 (en) * 2004-03-12 2005-09-15 Donoghue John P. Neurological event monitoring and therapy systems and related methods
JP4172584B2 (ja) * 2004-04-19 2008-10-29 インターナショナル・ビジネス・マシーンズ・コーポレーション 文字認識結果出力装置、文字認識装置、その方法及びプログラム
US7467115B2 (en) * 2004-07-15 2008-12-16 Neurosciences Research Foundation, Inc. Mobile brain-based device having a simulated nervous system based on the hippocampus
US20060049957A1 (en) * 2004-08-13 2006-03-09 Surgenor Timothy R Biological interface systems with controlled device selector and related methods
US8560041B2 (en) * 2004-10-04 2013-10-15 Braingate Co., Llc Biological interface system
US7664714B2 (en) * 2004-10-21 2010-02-16 Honda Motor Co., Ltd. Neural network element with reinforcement/attenuation learning
US20070032738A1 (en) * 2005-01-06 2007-02-08 Flaherty J C Adaptive patient training routine for biological interface system
US7901368B2 (en) * 2005-01-06 2011-03-08 Braingate Co., Llc Neurally controlled patient ambulation system
US8095209B2 (en) * 2005-01-06 2012-01-10 Braingate Co., Llc Biological interface system with gated control signal
US20060189901A1 (en) * 2005-01-10 2006-08-24 Flaherty J C Biological interface system with surrogate controlled device
US20060189899A1 (en) * 2005-01-10 2006-08-24 Flaherty J Christopher Joint movement apparatus
US8060194B2 (en) * 2005-01-18 2011-11-15 Braingate Co., Llc Biological interface system with automated configuration
US7774195B2 (en) * 2005-03-08 2010-08-10 Microsoft Corporation Method and system for creating, storing, managing and consuming culture specific data
US8219907B2 (en) 2005-03-08 2012-07-10 Microsoft Corporation Resource authoring with re-usability score and suggested re-usable data
US7653528B2 (en) * 2005-03-08 2010-01-26 Microsoft Corporation Resource authoring incorporating ontology
US20060206797A1 (en) * 2005-03-08 2006-09-14 Microsoft Corporation Authorizing implementing application localization rules
US7698126B2 (en) * 2005-03-08 2010-04-13 Microsoft Corporation Localization matching component
US9223929B2 (en) * 2005-03-14 2015-12-29 The California Institute Of Technology Method and apparatus for detection, identification and quantification of single-and multi-analytes in affinity-based sensor arrays
US7454388B2 (en) * 2005-05-07 2008-11-18 Thaler Stephen L Device for the autonomous bootstrapping of useful information
US20070106143A1 (en) * 2005-11-08 2007-05-10 Flaherty J C Electrode arrays and related methods
US8104719B2 (en) * 2005-11-17 2012-01-31 Raytheon Company Digital interface unit (DIU) and method for controlling stages of a multi-stage missle
US20070156126A1 (en) * 2005-12-29 2007-07-05 Flaherty J C Medical device insertion system and related methods
US20100023021A1 (en) * 2005-12-27 2010-01-28 Flaherty J Christopher Biological Interface and Insertion
US20070156382A1 (en) 2005-12-29 2007-07-05 Graham James L Ii Systems and methods for designing experiments
KR100739348B1 (ko) * 2006-03-06 2007-07-16 엔에이치엔(주) 키워드 별로 사용자의 전문가 지수를 산정하는 방법 및상기 방법을 수행하는 시스템
US20070238502A1 (en) * 2006-03-29 2007-10-11 Shuffle Master, Inc. System and method for automatically analyzing specific cheating practice in play of baccarat
US20070239686A1 (en) * 2006-04-11 2007-10-11 Graphwise, Llc Search engine for presenting to a user a display having graphed search results presented as thumbnail presentations
US11001881B2 (en) 2006-08-24 2021-05-11 California Institute Of Technology Methods for detecting analytes
US8023423B2 (en) 2006-07-10 2011-09-20 Telcordia Licensing Company, Llc Automated policy generation for mobile communication networks
US8048626B2 (en) 2006-07-28 2011-11-01 California Institute Of Technology Multiplex Q-PCR arrays
US11525156B2 (en) 2006-07-28 2022-12-13 California Institute Of Technology Multiplex Q-PCR arrays
US11560588B2 (en) 2006-08-24 2023-01-24 California Institute Of Technology Multiplex Q-PCR arrays
US20090012581A1 (en) * 2007-05-01 2009-01-08 Evolved Machines, Inc. Sensory event recoding and decoding
SG148891A1 (en) * 2007-06-21 2009-01-29 Novartis Ag Engineering expert system
WO2009006542A2 (en) * 2007-07-03 2009-01-08 3M Innovative Properties Company System and method for assessing effectiveness of communication content
CN101785022B (zh) * 2007-07-03 2016-06-01 3M创新有限公司 用于产生可以将内容分配到其上的时隙样本以用于测定所分配内容效应的系统和方法
KR101669384B1 (ko) * 2007-07-03 2016-10-25 쓰리엠 이노베이티브 프로퍼티즈 컴파니 배정된 컨텐츠의 효과를 측정하기 위해 컨텐츠를 시간 슬롯 샘플에 배정하는 시스템 및 방법
US20090030758A1 (en) 2007-07-26 2009-01-29 Gennaro Castelli Methods for assessing potentially compromising situations of a utility company
DE102007042440B3 (de) * 2007-09-06 2009-01-29 Siemens Ag Verfahren zur rechnergestützten Steuerung und/oder Regelung eines technischen Systems
US20090075246A1 (en) * 2007-09-18 2009-03-19 The Learning Chameleon, Inc. System and method for quantifying student's scientific problem solving efficiency and effectiveness
WO2009117741A1 (en) * 2008-03-21 2009-09-24 The Trustees Of Columbia University In The City Of New York Decision support control centers
WO2009117742A1 (en) * 2008-03-21 2009-09-24 The Trustees Of Columbia University In The City Of New York Methods and systems of determining the effectiveness of capital improvement projects
US9633275B2 (en) * 2008-09-11 2017-04-25 Wesley Kenneth Cobb Pixel-level based micro-feature extraction
US8494857B2 (en) 2009-01-06 2013-07-23 Regents Of The University Of Minnesota Automatic measurement of speech fluency
JP2012514813A (ja) 2009-01-07 2012-06-28 スリーエム イノベイティブ プロパティズ カンパニー 並行して、コンテンツの有効性についての因果関係実験を遂行し、ビジネス目的を最適化するためにコンテンツ配信を調整するための、システム及び方法
WO2010096783A1 (en) 2009-02-20 2010-08-26 The Trustees Of Columbia University In The City Of New York Dynamic contingency avoidance and mitigation system
US8725625B2 (en) 2009-05-28 2014-05-13 The Trustees Of Columbia University In The City Of New York Capital asset planning system
US8200593B2 (en) * 2009-07-20 2012-06-12 Corticaldb Inc Method for efficiently simulating the information processing in cells and tissues of the nervous system with a temporal series compressed encoding neural network
US8538901B2 (en) * 2010-02-05 2013-09-17 Toyota Motor Engineering & Manufacturing North America, Inc. Method for approximation of optimal control for nonlinear discrete time systems
WO2011106511A1 (en) 2010-02-24 2011-09-01 The Trustees Of Columbia University In The City Of New York Metric monitoring and financial validation system for tracking performance of improvement to an infrastructure
US20130226660A1 (en) * 2010-03-04 2013-08-29 Lusine Yepremyan Cyclicality-Based Rules for Data Anomaly Detection
US8306943B2 (en) * 2010-03-04 2012-11-06 NTelx, Inc. Seasonality-based rules for data anomaly detection
US9405975B2 (en) 2010-03-26 2016-08-02 Brain Corporation Apparatus and methods for pulse-code invariant object recognition
US9093840B2 (en) * 2010-07-02 2015-07-28 Alstom Technology Ltd. System tools for integrating individual load forecasts into a composite load forecast to present a comprehensive synchronized and harmonized load forecast
JP2013538543A (ja) 2010-07-16 2013-10-10 ザ トラスティーズ オブ コロンビア ユニバーシティ イン ザ シティー オブ ニューヨーク 送電網用の機械学習
US9566710B2 (en) 2011-06-02 2017-02-14 Brain Corporation Apparatus and methods for operating robotic devices using selective state space training
US20150127154A1 (en) * 2011-06-02 2015-05-07 Brain Corporation Reduced degree of freedom robotic controller apparatus and methods
US9156165B2 (en) * 2011-09-21 2015-10-13 Brain Corporation Adaptive critic apparatus and methods
US9213937B2 (en) 2011-09-21 2015-12-15 Brain Corporation Apparatus and methods for gating analog and spiking signals in artificial neural networks
WO2013138633A1 (en) 2012-03-15 2013-09-19 Regents Of The University Of Minnesota Automated verbal fluency assessment
US9412041B1 (en) 2012-06-29 2016-08-09 Brain Corporation Retinal apparatus and methods
US9547316B2 (en) * 2012-09-07 2017-01-17 Opower, Inc. Thermostat classification method and system
US9849785B1 (en) * 2012-12-10 2017-12-26 The United States Of America, As Represented By The Secretary Of The Navy Method and apparatus for state space trajectory control of uncertain dynamical systems
US9195934B1 (en) 2013-01-31 2015-11-24 Brain Corporation Spiking neuron classifier apparatus and methods using conditionally independent subsets
US10185917B2 (en) 2013-01-31 2019-01-22 Lf Technology Development Corporation Limited Computer-aided decision systems
WO2014120978A1 (en) 2013-01-31 2014-08-07 Alexander Greystoke Virtual purchasing assistant
US10437889B2 (en) 2013-01-31 2019-10-08 Lf Technology Development Corporation Limited Systems and methods of providing outcomes based on collective intelligence experience
US10496942B2 (en) 2013-02-28 2019-12-03 P800X, Llc Method and system for automated project management of excavation requests
US9342806B2 (en) 2013-02-28 2016-05-17 P800X, Llc Method and system for automated project management
US20140272907A1 (en) * 2013-03-15 2014-09-18 First Principles, Inc. Method for communicating and ascertaining material
US9764468B2 (en) 2013-03-15 2017-09-19 Brain Corporation Adaptive predictor apparatus and methods
US9242372B2 (en) 2013-05-31 2016-01-26 Brain Corporation Adaptive robotic interface apparatus and methods
US9314924B1 (en) 2013-06-14 2016-04-19 Brain Corporation Predictive robotic controller apparatus and methods
US9792546B2 (en) 2013-06-14 2017-10-17 Brain Corporation Hierarchical robotic controller apparatus and methods
US9436909B2 (en) 2013-06-19 2016-09-06 Brain Corporation Increased dynamic range artificial neuron network apparatus and methods
US9552546B1 (en) 2013-07-30 2017-01-24 Brain Corporation Apparatus and methods for efficacy balancing in a spiking neuron network
US9579789B2 (en) 2013-09-27 2017-02-28 Brain Corporation Apparatus and methods for training of robotic control arbitration
US9489623B1 (en) 2013-10-15 2016-11-08 Brain Corporation Apparatus and methods for backward propagation of errors in a spiking neuron network
US9463571B2 (en) 2013-11-01 2016-10-11 Brian Corporation Apparatus and methods for online training of robots
US9597797B2 (en) 2013-11-01 2017-03-21 Brain Corporation Apparatus and methods for haptic training of robots
US9358685B2 (en) * 2014-02-03 2016-06-07 Brain Corporation Apparatus and methods for control of robot actions based on corrective user inputs
US20160004228A1 (en) 2014-06-20 2016-01-07 Atigeo Corp. Cooperative distributed control of target systems
US10423147B2 (en) 2014-09-30 2019-09-24 Makino Milling Machine Co., Ltd. Control device for machine tool
US10001760B1 (en) * 2014-09-30 2018-06-19 Hrl Laboratories, Llc Adaptive control system capable of recovering from unexpected situations
US9630318B2 (en) 2014-10-02 2017-04-25 Brain Corporation Feature detection apparatus and methods for training of robotic navigation
US9881349B1 (en) 2014-10-24 2018-01-30 Gopro, Inc. Apparatus and methods for computerized object identification
US9717387B1 (en) 2015-02-26 2017-08-01 Brain Corporation Apparatus and methods for programming and training of robotic household appliances
US11120174B1 (en) * 2015-03-20 2021-09-14 EMC IP Holding Company LLC Methods and apparatus for evaluation of combinatorial processes using simulation and multiple parallel statistical analyses of real data
US9708647B2 (en) 2015-03-23 2017-07-18 Insilixa, Inc. Multiplexed analysis of nucleic acid hybridization thermodynamics using integrated arrays
JP6368686B2 (ja) * 2015-06-10 2018-08-01 東京エレクトロン株式会社 熱処理装置、熱処理装置の調整方法、及び、プログラム
JP6154444B2 (ja) * 2015-08-27 2017-06-28 ファナック株式会社 複数のティーチング装置からロボットを操作するロボットシステム
US9499861B1 (en) 2015-09-10 2016-11-22 Insilixa, Inc. Methods and systems for multiplex quantitative nucleic acid amplification
WO2017075387A1 (en) * 2015-10-29 2017-05-04 Omnitivity Inc. Cognitive telementoring system and method
US10471594B2 (en) * 2015-12-01 2019-11-12 Kindred Systems Inc. Systems, devices, and methods for the distribution and collection of multimodal data associated with robots
DE102017000063B4 (de) * 2016-01-14 2019-10-31 Fanuc Corporation Robotereinrichtung mit Lernfunktion
WO2017155858A1 (en) 2016-03-07 2017-09-14 Insilixa, Inc. Nucleic acid sequence identification using solid-phase cyclic single base extension
EP3449323A4 (en) * 2016-04-28 2020-04-01 Veritone Alpha, Inc. USE OF PREDICTIONS TO CONTROL TARGET SYSTEMS
US10241514B2 (en) 2016-05-11 2019-03-26 Brain Corporation Systems and methods for initializing a robot to autonomously travel a trained route
US9987752B2 (en) 2016-06-10 2018-06-05 Brain Corporation Systems and methods for automatic detection of spills
US10282849B2 (en) 2016-06-17 2019-05-07 Brain Corporation Systems and methods for predictive/reconstructive visual object tracker
US10016896B2 (en) 2016-06-30 2018-07-10 Brain Corporation Systems and methods for robotic behavior around moving bodies
US10274325B2 (en) 2016-11-01 2019-04-30 Brain Corporation Systems and methods for robotic mapping
US10001780B2 (en) 2016-11-02 2018-06-19 Brain Corporation Systems and methods for dynamic route planning in autonomous navigation
US10723018B2 (en) 2016-11-28 2020-07-28 Brain Corporation Systems and methods for remote operating and/or monitoring of a robot
US10049106B2 (en) * 2017-01-18 2018-08-14 Xerox Corporation Natural language generation through character-based recurrent neural networks with finite-state prior knowledge
US10377040B2 (en) 2017-02-02 2019-08-13 Brain Corporation Systems and methods for assisting a robotic apparatus
US10852730B2 (en) 2017-02-08 2020-12-01 Brain Corporation Systems and methods for robotic mobile platforms
US10681139B2 (en) 2017-02-09 2020-06-09 Nova Dynamics, Llc System for arranging and controlling interconnected intelligences
WO2018175698A1 (en) 2017-03-22 2018-09-27 Larsx Continuously learning and optimizing artificial intelligence (ai) adaptive neural network (ann) computer modeling methods and systems
US11893488B2 (en) 2017-03-22 2024-02-06 Larsx Continuously learning and optimizing artificial intelligence (AI) adaptive neural network (ANN) computer modeling methods and systems
US10293485B2 (en) 2017-03-30 2019-05-21 Brain Corporation Systems and methods for robotic path planning
US10692065B2 (en) * 2017-06-19 2020-06-23 Accenture Global Solutions Limited Using a mixture model to generate simulated transaction information
US10635409B2 (en) * 2018-01-15 2020-04-28 Cognizant Technology Solutions India Pvt. Ltd. System and method for improving software code quality using artificial intelligence techniques
CN108062246B (zh) * 2018-01-25 2019-06-14 北京百度网讯科技有限公司 用于深度学习框架的资源调度方法和装置
WO2019155354A1 (en) * 2018-02-06 2019-08-15 Cognitive Systems Pty Ltd Complex adaptive system
AU2019267454A1 (en) 2018-05-06 2021-01-07 Strong Force TX Portfolio 2018, LLC Methods and systems for improving machines and systems that automate execution of distributed ledger and other transactions in spot and forward markets for energy, compute, storage and other resources
US11550299B2 (en) 2020-02-03 2023-01-10 Strong Force TX Portfolio 2018, LLC Automated robotic process selection and configuration
US11669914B2 (en) 2018-05-06 2023-06-06 Strong Force TX Portfolio 2018, LLC Adaptive intelligence and shared infrastructure lending transaction enablement platform responsive to crowd sourced information
US11544782B2 (en) 2018-05-06 2023-01-03 Strong Force TX Portfolio 2018, LLC System and method of a smart contract and distributed ledger platform with blockchain custody service
CN110659731B (zh) * 2018-06-30 2022-05-17 华为技术有限公司 一种神经网络训练方法及装置
US11518040B2 (en) 2018-07-27 2022-12-06 Autodesk, Inc. Generative design techniques for robot behavior
US11010670B2 (en) 2018-08-27 2021-05-18 D5Ai Llc Building a deep neural network with diverse strata
CN111178492B (zh) * 2018-11-09 2020-12-11 安徽寒武纪信息科技有限公司 计算装置及相关产品、执行人工神经网络模型的计算方法
DE102019203214B4 (de) * 2019-03-08 2022-01-20 Robert Bosch Gmbh Verfahren zum Betreiben eines Roboters in einem Multiagentensystem, Roboter und Multiagentensystem
CN109934813A (zh) * 2019-03-08 2019-06-25 广州视源电子科技股份有限公司 目标对象的识别方法和装置
EP3937780A4 (en) 2019-03-14 2022-12-07 InSilixa, Inc. METHODS AND SYSTEMS FOR TIMED FLUORESCENCE-BASED DETECTION
US11790259B2 (en) 2019-09-06 2023-10-17 D-Wave Systems Inc. Systems and methods for tuning capacitance in quantum devices
US11900244B1 (en) * 2019-09-30 2024-02-13 Amazon Technologies, Inc. Attention-based deep reinforcement learning for autonomous agents
US20210143639A1 (en) * 2019-11-08 2021-05-13 Global Energy Interconnection Research Institute Co. Ltd Systems and methods of autonomous voltage control in electric power systems
JP2021091022A (ja) * 2019-12-09 2021-06-17 キヤノン株式会社 ロボット制御装置、学習済みモデル、ロボット制御方法およびプログラム
US11055639B1 (en) * 2020-04-28 2021-07-06 Sas Institute Inc. Optimizing manufacturing processes using one or more machine learning models
CN112232484B (zh) * 2020-10-15 2022-08-05 北京航空航天大学 一种基于类脑神经网络的空间碎片识别捕获方法及系统
KR20240027714A (ko) * 2021-06-29 2024-03-04 아크로비즈 유에스에이 인코포레이티드 예측 연령 차이를 이용한 동반 임상 치매 등급과 그 미래의 결과를 평가하는 방법 및 그 프로그램
CN114137825A (zh) * 2021-11-29 2022-03-04 合肥井松智能科技股份有限公司 一种重载双舵轮agv车体的运动控制方法、系统及装置
CN117555227B (zh) * 2023-06-05 2024-03-29 东方空间技术(山东)有限公司 一种运载火箭的控制方法、计算设备及存储介质

Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4831580A (en) * 1985-07-12 1989-05-16 Nippon Electric Industry Co., Ltd. Program generator
US5187788A (en) * 1989-05-01 1993-02-16 The United States Of America As Represented By The Secretary Of The Air Force Graphics system for automatic computer code generation
US5448681A (en) 1992-03-27 1995-09-05 National Semiconductor Corporation Intelligent controller with neural network and reinforcement learning
US5461699A (en) 1993-10-25 1995-10-24 International Business Machines Corporation Forecasting using a neural network and a statistical forecast
US5488714A (en) * 1990-05-23 1996-01-30 Unisys Corporation Computer program analyzer for adapting computer programs to different architectures
US5576548A (en) * 1995-06-05 1996-11-19 University Of South Florida Nuclear imaging enhancer
US5606698A (en) * 1993-04-26 1997-02-25 Cadence Design Systems, Inc. Method for deriving optimal code schedule sequences from synchronous dataflow graphs
US5953713A (en) * 1995-10-26 1999-09-14 Board Of Regents, The University Of Texas System Method and apparatus for treatment of sleep disorder breathing employing artificial neural network

Family Cites Families (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS5885499A (ja) * 1981-11-18 1983-05-21 株式会社デンソー 連続音声認識装置
JPH01503786A (ja) * 1987-06-25 1989-12-21 イビイ　イスティテュト　ビオキミコ　イタリアノ　ジョバンニ　ロレンツィニ　ソチエタ　ペル　アツィオニ プロスタグランジン誘導体，それらの製法及びそれらを含有する医薬組成物
US5608843A (en) * 1994-08-01 1997-03-04 The United States Of America As Represented By The Secretary Of The Air Force Learning controller with advantage updating algorithm
US5468008A (en) * 1994-08-03 1995-11-21 Hecht; Michael R. Low deck trailer

Patent Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4831580A (en) * 1985-07-12 1989-05-16 Nippon Electric Industry Co., Ltd. Program generator
US5187788A (en) * 1989-05-01 1993-02-16 The United States Of America As Represented By The Secretary Of The Air Force Graphics system for automatic computer code generation
US5488714A (en) * 1990-05-23 1996-01-30 Unisys Corporation Computer program analyzer for adapting computer programs to different architectures
US5448681A (en) 1992-03-27 1995-09-05 National Semiconductor Corporation Intelligent controller with neural network and reinforcement learning
US5606698A (en) * 1993-04-26 1997-02-25 Cadence Design Systems, Inc. Method for deriving optimal code schedule sequences from synchronous dataflow graphs
US5461699A (en) 1993-10-25 1995-10-24 International Business Machines Corporation Forecasting using a neural network and a statistical forecast
US5576548A (en) * 1995-06-05 1996-11-19 University Of South Florida Nuclear imaging enhancer
US5953713A (en) * 1995-10-26 1999-09-14 Board Of Regents, The University Of Texas System Method and apparatus for treatment of sleep disorder breathing employing artificial neural network

Non-Patent Citations (7)

* Cited by examiner, † Cited by third party
Title
Balakrishnan et al,, "Hamiltonian Based Adaptive Critics for Aircraft Control", Wescon 95: Conference Record 1995, pp. 724-729.
Lisboa, P.; Lee, C.; O'Donovan, K., Orientation detection: Comparison of moments with back propagation, Neural Networks, 1991. 1991 IEEE International Joint Conference on, Nov. 18-21, 1991, pp. 287-292 vol. 1.* *
Robert L. Stites, Bryan Ward and Robert V. Walters; Defect prediction with neural networks; Proceedings of the conference on Analysis of neural network applications, May 29-31, 1991, pp. 199-206, Nov. 1991.* *
Tarraf et al., "A Neural Network Controller Using Reinforcement Learning Method for ATM Traffic Policing", Milcom '94, pp. 718-722.
Werbos et al., "Neural Networks & the Human Mind: New Mathematics Fits Humanistic Insight", Systems, Man. and Cybernetics 1992, International Conference 1992, pp. 78-83.
Werbos et al., "Neurocontrol and Neurobiology: New Developments and Connections", Neural Networks, 1992, International Conference 1992, vol. 3, pp. 373-378.
Werbos, "Optimization Methods for Brain-Like Intelligent Control", Decision and Control , 34th Annual Conference, Dec. 1995, pp. 579-584.

Cited By (294)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7047224B1 (en) * 1998-09-23 2006-05-16 Siemens Aktiengesellschaft Method and configuration for determining a sequence of actions for a system which comprises statuses, whereby a status transition ensues between two statuses as a result of an action
US7353221B1 (en) * 1999-03-09 2008-04-01 Siemens Aktiengesellschaft Method for the automatic retrieval of engineering data of systems
US7778803B1 (en) * 1999-09-29 2010-08-17 Eric T Bax Validation of function approximation by fusion
US6944596B1 (en) * 2000-02-23 2005-09-13 Accenture Llp Employee analysis based on results of an education business simulation
US7065413B2 (en) * 2000-04-04 2006-06-20 Technische Universitaet Dresden Method for producing software for controlling mechanisms and technical systems
US20030040814A1 (en) * 2000-04-04 2003-02-27 Volker Moebius Method for controlling mechanisms and technical systems a corresponding device and control software
US20050182499A1 (en) * 2000-05-27 2005-08-18 Georgia Tech Research Corporation Adaptive control system having direct output feedback and related apparatuses and methods
US7418432B2 (en) * 2000-05-27 2008-08-26 Georgia Tech Research Corporation Adaptive control system having direct output feedback and related apparatuses and methods
US20040103108A1 (en) * 2000-09-05 2004-05-27 Leonid Andreev Method and computer-based sytem for non-probabilistic hypothesis generation and verification
US7062508B2 (en) 2000-09-05 2006-06-13 Leonid Andreev Method and computer-based system for non-probabilistic hypothesis generation and verification
US20020055838A1 (en) * 2000-09-22 2002-05-09 Achim Mueller Methods for speech processing
US6920423B2 (en) * 2000-09-22 2005-07-19 Siemens Aktiengesellschaft Methods for speech processing
US6728689B1 (en) * 2000-11-14 2004-04-27 International Business Machines Corporation Method and apparatus for generating a data classification model using interactive adaptive learning algorithms
US7085692B2 (en) * 2001-10-11 2006-08-01 Xerox Corporation Learning systems and methods for market-based control of smart matter
US20030074166A1 (en) * 2001-10-11 2003-04-17 Xerox Corporation Learning systems and methods for market-based control of smart matter
US20080133304A1 (en) * 2002-02-28 2008-06-05 Sabre Inc. Methods and systems for routing mobile vehicles
US8014908B2 (en) * 2002-02-28 2011-09-06 Sabre Inc. Methods and systems for routing mobile vehicles
US20040024721A1 (en) * 2002-03-15 2004-02-05 Wilfrid Donovan Michael Thomas Adaptive decision engine
US10579778B2 (en) 2002-06-07 2020-03-03 Jda Software Group, Inc. Managing plan problems across planning cycles
US11042608B2 (en) 2002-06-07 2021-06-22 Blue Yonder Group, Inc. Managing plan problems across planning cycles
US9971877B1 (en) * 2002-06-07 2018-05-15 Jda Software Group, Inc. Managing plan problems across planning cycles
US7007001B2 (en) * 2002-06-26 2006-02-28 Microsoft Corporation Maximizing mutual information between observations and hidden states to minimize classification errors
US20060112043A1 (en) * 2002-06-26 2006-05-25 Microsoft Corporation Maximizing mutual information between observations and hidden states to minimize classification errors
US20040002930A1 (en) * 2002-06-26 2004-01-01 Oliver Nuria M. Maximizing mutual information between observations and hidden states to minimize classification errors
US7424464B2 (en) 2002-06-26 2008-09-09 Microsoft Corporation Maximizing mutual information between observations and hidden states to minimize classification errors
US20040107171A1 (en) * 2002-12-03 2004-06-03 Jayanta Basak Determining utility functions from ordenal rankings
US20080104000A1 (en) * 2002-12-03 2008-05-01 International Business Machines Corporation Determining Utility Functions from Ordinal Rankings
US7392231B2 (en) * 2002-12-03 2008-06-24 International Business Machines Corporation Determining utility functions from ordenal rankings
US20040243292A1 (en) * 2003-06-02 2004-12-02 Rini Roy Vehicle control system having an adaptive controller
US7177743B2 (en) * 2003-06-02 2007-02-13 Toyota Engineering & Manufacturing North America, Inc. Vehicle control system having an adaptive controller
US20040260662A1 (en) * 2003-06-20 2004-12-23 Carl Staelin Neural network trained with spatial errors
US7409372B2 (en) * 2003-06-20 2008-08-05 Hewlett-Packard Development Company, L.P. Neural network trained with spatial errors
US7003509B2 (en) 2003-07-21 2006-02-21 Leonid Andreev High-dimensional data clustering with the use of hybrid similarity matrices
US7240039B2 (en) * 2003-10-29 2007-07-03 Hewlett-Packard Development Company, L.P. System and method for combining valuations of multiple evaluators
US20050097067A1 (en) * 2003-10-29 2005-05-05 Kirshenbaum Evan R. System and method for combining valuations of multiple evaluators
US20080155447A1 (en) * 2003-11-10 2008-06-26 Pannese Patrick D Methods and systems for controlling a semiconductor fabrication process
US8612198B2 (en) 2003-11-10 2013-12-17 Brooks Automation, Inc. Methods and systems for controlling a semiconductor fabrication process
US8972029B2 (en) * 2003-11-10 2015-03-03 Brooks Automation, Inc. Methods and systems for controlling a semiconductor fabrication process
US8775148B2 (en) 2003-11-10 2014-07-08 Brooks Automation, Inc. Methods and systems for controlling a semiconductor fabrication process
US10444749B2 (en) 2003-11-10 2019-10-15 Brooks Automation, Inc. Methods and systems for controlling a semiconductor fabrication process
US8639365B2 (en) * 2003-11-10 2014-01-28 Brooks Automation, Inc. Methods and systems for controlling a semiconductor fabrication process
US8442667B2 (en) * 2003-11-10 2013-05-14 Brooks Automation, Inc. Applications of neural networks
US20080155442A1 (en) * 2003-11-10 2008-06-26 Pannese Patrick D Methods and systems for controlling a semiconductor fabrication process
US8473270B2 (en) 2003-11-10 2013-06-25 Brooks Automation, Inc. Methods and systems for controlling a semiconductor fabrication process
US20080155444A1 (en) * 2003-11-10 2008-06-26 Pannese Patrick D Methods and systems for controlling a semiconductor fabrication process
US20080163094A1 (en) * 2003-11-10 2008-07-03 Pannese Patrick D Methods and systems for controlling a semiconductor fabrication process
US20080163095A1 (en) * 2003-11-10 2008-07-03 Pannese Patrick D Methods and systems for controlling a semiconductor fabrication process
US20080155446A1 (en) * 2003-11-10 2008-06-26 Pannese Patrick D Methods and systems for controlling a semiconductor fabrication process
US20080147580A1 (en) * 2003-11-10 2008-06-19 Pannese Patrick D Applications of neural networks
US10086511B2 (en) 2003-11-10 2018-10-02 Brooks Automation, Inc. Semiconductor manufacturing systems
US8639489B2 (en) 2003-11-10 2014-01-28 Brooks Automation, Inc. Methods and systems for controlling a semiconductor fabrication process
US7259763B2 (en) 2003-11-13 2007-08-21 International Business Machines Corporation Embedded analytics in information visualization
US20050104885A1 (en) * 2003-11-13 2005-05-19 International Business Machines Corporation Embedded analytics in information visualization
US20080147702A1 (en) * 2004-03-16 2008-06-19 Michael Bernhard Prediction Method and Device For Evaluating and Forecasting Stochastic Events
US20050267767A1 (en) * 2004-05-26 2005-12-01 Searcey Carrie W Allowable states of policies
US8615314B1 (en) * 2004-09-02 2013-12-24 Advanced Micro Devices, Inc. Process control using analysis of an upstream process
US7337017B2 (en) * 2004-09-16 2008-02-26 Siemens Aktiengesellschaft Automation system with affective control
US20060058895A1 (en) * 2004-09-16 2006-03-16 Siemens Aktiengesellschaft Automation system with affective control
US20090119240A1 (en) * 2004-11-03 2009-05-07 Staffron Technology, Inc Network of Networks of Associative Memory Networks for Knowledge Management
US20060095653A1 (en) * 2004-11-03 2006-05-04 Fleming James S Network of networks of associative memory networks for knowledge management
US7774291B2 (en) 2004-11-03 2010-08-10 Saffron Technology, Inc. Network of networks of associative memory networks for knowledge management
US7478192B2 (en) * 2004-11-03 2009-01-13 Saffron Technology, Inc. Network of networks of associative memory networks
US20060167917A1 (en) * 2005-01-21 2006-07-27 Solomon Research Llc System, methods and apparatus for complex behaviors of collectives of intelligent mobile software agents
US20060184491A1 (en) * 2005-01-28 2006-08-17 Rakesh Gupta Responding to situations using knowledge representation and inference
US7725418B2 (en) 2005-01-28 2010-05-25 Honda Motor Co., Ltd. Responding to situations using multidimensional semantic net and Bayes inference
US8019713B2 (en) 2005-07-08 2011-09-13 Honda Motor Co., Ltd. Commonsense reasoning about task instructions
US20070022078A1 (en) * 2005-07-08 2007-01-25 Rakesh Gupta Commonsense reasoning about task instructions
US8346692B2 (en) 2005-12-23 2013-01-01 Societe De Commercialisation Des Produits De La Recherche Appliquee-Socpra-Sciences Et Genie S.E.C. Spatio-temporal pattern recognition using a spiking neural network and processing thereof on a portable and/or distributed computer
US20090287624A1 (en) * 2005-12-23 2009-11-19 Societe De Commercialisation De Produits De La Recherche Applique-Socpra-Sciences Et Genie S.E.C. Spatio-temporal pattern recognition using a spiking neural network and processing thereof on a portable and/or distributed computer
US20070194727A1 (en) * 2005-12-28 2007-08-23 Neurosciences Research Foundation, Inc. Brian-based device having a cerebellar model for predictive motor control
US7827124B2 (en) * 2005-12-28 2010-11-02 Neurosciences Research Foundation, Inc. Brain-based device having a cerebellar model for predictive motor control
US20070156294A1 (en) * 2005-12-30 2007-07-05 Microsoft Corporation Learning controller for vehicle control
US7953521B2 (en) * 2005-12-30 2011-05-31 Microsoft Corporation Learning controller for vehicle control
US20090012922A1 (en) * 2006-01-23 2009-01-08 Gerald James Tesauro Method and apparatus for reward-based learning of improved systems management policies
US8001063B2 (en) * 2006-01-23 2011-08-16 International Business Machines Corporation Method and apparatus for reward-based learning of improved policies for management of a plurality of application environments supported by a data processing system
WO2007090033A2 (en) * 2006-02-01 2007-08-09 Honda Motor Co., Ltd. Meta learning for question classification
US7603330B2 (en) 2006-02-01 2009-10-13 Honda Motor Co., Ltd. Meta learning for question classification
WO2007090033A3 (en) * 2006-02-01 2008-01-17 Honda Motor Co Ltd Meta learning for question classification
US20070203863A1 (en) * 2006-02-01 2007-08-30 Rakesh Gupta Meta learning for question classification
US8452668B1 (en) 2006-03-02 2013-05-28 Convergys Customer Management Delaware Llc System for closed loop decisionmaking in an automated care system
US20080005048A1 (en) * 2006-03-27 2008-01-03 Board Of Trustees Of Michigan State University Multi-layer developmental network having in-place learning
US7711663B2 (en) * 2006-03-27 2010-05-04 Board Of Trustees Of Michigan State University Multi-layer development network having in-place learning
US9549065B1 (en) 2006-05-22 2017-01-17 Convergys Customer Management Delaware Llc System and method for automated customer service with contingent live interaction
US7809663B1 (en) 2006-05-22 2010-10-05 Convergys Cmg Utah, Inc. System and method for supporting the utilization of machine language
US8379830B1 (en) 2006-05-22 2013-02-19 Convergys Customer Management Delaware Llc System and method for automated customer service with contingent live interaction
US20080009964A1 (en) * 2006-07-05 2008-01-10 Battelle Energy Alliance, Llc Robotics Virtual Rail System and Method
US8965578B2 (en) 2006-07-05 2015-02-24 Battelle Energy Alliance, Llc Real time explosive hazard information sensing, processing, and communication for autonomous operation
US7584020B2 (en) 2006-07-05 2009-09-01 Battelle Energy Alliance, Llc Occupancy change detection system and method
US8073564B2 (en) 2006-07-05 2011-12-06 Battelle Energy Alliance, Llc Multi-robot control interface
US7668621B2 (en) 2006-07-05 2010-02-23 The United States Of America As Represented By The United States Department Of Energy Robotic guarded motion system and method
US7620477B2 (en) 2006-07-05 2009-11-17 Battelle Energy Alliance, Llc Robotic intelligence kernel
US20080009966A1 (en) * 2006-07-05 2008-01-10 Battelle Energy Alliance, Llc Occupancy Change Detection System and Method
US7801644B2 (en) 2006-07-05 2010-09-21 Battelle Energy Alliance, Llc Generic robot architecture
US9213934B1 (en) 2006-07-05 2015-12-15 Battelle Energy Alliance, Llc Real time explosive hazard information sensing, processing, and communication for autonomous operation
US20080009965A1 (en) * 2006-07-05 2008-01-10 Battelle Energy Alliance, Llc Autonomous Navigation System and Method
US7587260B2 (en) 2006-07-05 2009-09-08 Battelle Energy Alliance, Llc Autonomous navigation system and method
US20080009968A1 (en) * 2006-07-05 2008-01-10 Battelle Energy Alliance, Llc Generic robot architecture
US20080009969A1 (en) * 2006-07-05 2008-01-10 Battelle Energy Alliance, Llc Multi-Robot Control Interface
US7974738B2 (en) 2006-07-05 2011-07-05 Battelle Energy Alliance, Llc Robotics virtual rail system and method
US20080009970A1 (en) * 2006-07-05 2008-01-10 Battelle Energy Alliance, Llc Robotic Guarded Motion System and Method
US20080009967A1 (en) * 2006-07-05 2008-01-10 Battelle Energy Alliance, Llc Robotic Intelligence Kernel
US20100137734A1 (en) * 2007-05-02 2010-06-03 Digiovanna John F System and method for brain machine interface (bmi) control using reinforcement learning
US9050200B2 (en) * 2007-05-02 2015-06-09 University Of Florida Research Foundation, Inc. System and method for brain machine interface (BMI) control using reinforcement learning
US8352222B2 (en) * 2007-10-03 2013-01-08 Nec Laboratories America, Inc. Methods and systems for efficient analysis of hybrid systems using template polyhedra
US20090094004A1 (en) * 2007-10-03 2009-04-09 Nec Laboratories America, Inc. Methods and systems for efficient analysis of hybrid systems using template polyhedra
US8271132B2 (en) 2008-03-13 2012-09-18 Battelle Energy Alliance, Llc System and method for seamless task-directed autonomy for robots
US20090234499A1 (en) * 2008-03-13 2009-09-17 Battelle Energy Alliance, Llc System and method for seamless task-directed autonomy for robots
US20090299929A1 (en) * 2008-05-30 2009-12-03 Robert Kozma Methods of improved learning in simultaneous recurrent neural networks
US20110191277A1 (en) * 2008-06-16 2011-08-04 Agundez Dominguez Jose Luis Automatic data mining process control
US20120065746A1 (en) * 2009-04-22 2012-03-15 Powitec Intelligent Technologies Gmbh Control system
US8340789B2 (en) * 2009-04-22 2012-12-25 Powitec Intelligent Technologies Gmbh System for monitoring and optimizing controllers for process performance
US20100306227A1 (en) * 2009-06-02 2010-12-02 Fleming James S Methods, systems and computer program products for providing a distributed associative memory base
US8909609B2 (en) 2009-06-02 2014-12-09 Saffron Technology, Inc. Methods, systems and computer program products for providing a distributed associative memory base
US8352488B2 (en) * 2009-06-02 2013-01-08 Saffron Technology, Inc. Methods, systems and computer program products for providing a distributed associative memory base
US8355818B2 (en) 2009-09-03 2013-01-15 Battelle Energy Alliance, Llc Robots, systems, and methods for hazard evaluation and visualization
US20110054689A1 (en) * 2009-09-03 2011-03-03 Battelle Energy Alliance, Llc Robots, systems, and methods for hazard evaluation and visualization
US10803405B1 (en) 2010-04-18 2020-10-13 Aptima, Inc. Systems and methods of power management
US11651285B1 (en) 2010-04-18 2023-05-16 Aptima, Inc. Systems and methods to infer user behavior
US9965725B1 (en) 2010-04-18 2018-05-08 Aptima, Inc. Systems and methods of power management based on user behavior
US8799186B2 (en) 2010-11-02 2014-08-05 Survey Engine Pty Ltd. Choice modelling system and method
US9177259B1 (en) * 2010-11-29 2015-11-03 Aptima Inc. Systems and methods for recognizing and reacting to spatiotemporal patterns
US20120274646A1 (en) * 2011-04-29 2012-11-01 Randy Johnson Laser particle projection system
US9917739B2 (en) 2012-02-20 2018-03-13 Aptima, Inc. Systems and methods for network pattern matching
US11627048B2 (en) 2012-02-20 2023-04-11 Aptima, Inc. Systems and methods for network pattern matching
US9208431B2 (en) 2012-05-10 2015-12-08 Qualcomm Incorporated Method and apparatus for strategic synaptic failure and learning in spiking neural networks
US9015096B2 (en) 2012-05-30 2015-04-21 Qualcomm Incorporated Continuous time spiking neural network event-based simulation that schedules co-pending events using an indexable list of nodes
US9460401B2 (en) 2012-08-20 2016-10-04 InsideSales.com, Inc. Using machine learning to predict behavior based on local conditions
AU2013364041B2 (en) * 2012-12-21 2015-09-24 InsideSales.com, Inc. Instance weighted learning machine learning model
US20140180975A1 (en) * 2012-12-21 2014-06-26 InsideSales.com, Inc. Instance weighted learning machine learning model
US8788439B2 (en) * 2012-12-21 2014-07-22 InsideSales.com, Inc. Instance weighted learning machine learning model
US20150309503A1 (en) * 2013-01-09 2015-10-29 Mitsubishi Electric Corporation Plant engineering system
US20170136623A1 (en) * 2013-11-25 2017-05-18 Canon Kabushiki Kaisha Robot control method, robot control apparatus, robot control program, and storage medium
US10839302B2 (en) 2015-11-24 2020-11-17 The Research Foundation For The State University Of New York Approximate value iteration with complex returns by bounding
US11170293B2 (en) * 2015-12-30 2021-11-09 Microsoft Technology Licensing, Llc Multi-model controller
US20170193360A1 (en) * 2015-12-30 2017-07-06 Microsoft Technology Licensing, Llc Multi-model controller
US10416638B2 (en) 2016-05-09 2019-09-17 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US11378938B2 (en) 2016-05-09 2022-07-05 Strong Force Iot Portfolio 2016, Llc System, method, and apparatus for changing a sensed parameter group for a pump or fan
US11838036B2 (en) 2016-05-09 2023-12-05 Strong Force Iot Portfolio 2016, Llc Methods and systems for detection in an industrial internet of things data collection environment
US10409245B2 (en) 2016-05-09 2019-09-10 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US10409246B2 (en) 2016-05-09 2019-09-10 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US10409247B2 (en) 2016-05-09 2019-09-10 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US10416632B2 (en) * 2016-05-09 2019-09-17 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US10416639B2 (en) 2016-05-09 2019-09-17 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US10416634B2 (en) 2016-05-09 2019-09-17 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US10416637B2 (en) 2016-05-09 2019-09-17 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US10416635B2 (en) 2016-05-09 2019-09-17 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US10365625B2 (en) 2016-05-09 2019-07-30 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US10416633B2 (en) * 2016-05-09 2019-09-17 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US10416636B2 (en) 2016-05-09 2019-09-17 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US10437218B2 (en) 2016-05-09 2019-10-08 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US10359751B2 (en) 2016-05-09 2019-07-23 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US10481572B2 (en) 2016-05-09 2019-11-19 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US10488836B2 (en) 2016-05-09 2019-11-26 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US10528018B2 (en) 2016-05-09 2020-01-07 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US10539940B2 (en) 2016-05-09 2020-01-21 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US10545473B2 (en) 2016-05-09 2020-01-28 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US10545472B2 (en) 2016-05-09 2020-01-28 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial Internet of Things
US10545474B2 (en) 2016-05-09 2020-01-28 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US10551812B2 (en) 2016-05-09 2020-02-04 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US10551811B2 (en) 2016-05-09 2020-02-04 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US10558187B2 (en) 2016-05-09 2020-02-11 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US10571881B2 (en) * 2016-05-09 2020-02-25 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US10345777B2 (en) 2016-05-09 2019-07-09 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US10627795B2 (en) 2016-05-09 2020-04-21 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US11836571B2 (en) 2016-05-09 2023-12-05 Strong Force Iot Portfolio 2016, Llc Systems and methods for enabling user selection of components for data collection in an industrial environment
US10712738B2 (en) 2016-05-09 2020-07-14 Strong Force Iot Portfolio 2016, Llc Methods and systems for industrial internet of things data collection for vibration sensitive equipment
US10732621B2 (en) 2016-05-09 2020-08-04 Strong Force Iot Portfolio 2016, Llc Methods and systems for process adaptation in an internet of things downstream oil and gas environment
US10739743B2 (en) 2016-05-09 2020-08-11 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US10754334B2 (en) 2016-05-09 2020-08-25 Strong Force Iot Portfolio 2016, Llc Methods and systems for industrial internet of things data collection for process adjustment in an upstream oil and gas environment
US10775758B2 (en) 2016-05-09 2020-09-15 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US10775757B2 (en) 2016-05-09 2020-09-15 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US11797821B2 (en) 2016-05-09 2023-10-24 Strong Force Iot Portfolio 2016, Llc System, methods and apparatus for modifying a data collection trajectory for centrifuges
US10338553B2 (en) 2016-05-09 2019-07-02 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US11791914B2 (en) 2016-05-09 2023-10-17 Strong Force Iot Portfolio 2016, Llc Methods and systems for detection in an industrial Internet of Things data collection environment with a self-organizing data marketplace and notifications for industrial processes
US10338555B2 (en) 2016-05-09 2019-07-02 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US10866584B2 (en) 2016-05-09 2020-12-15 Strong Force Iot Portfolio 2016, Llc Methods and systems for data processing in an industrial internet of things data collection environment with large data sets
US10877449B2 (en) 2016-05-09 2020-12-29 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US11774944B2 (en) 2016-05-09 2023-10-03 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US11770196B2 (en) 2016-05-09 2023-09-26 Strong Force TX Portfolio 2018, LLC Systems and methods for removing background noise in an industrial pump environment
US11755878B2 (en) 2016-05-09 2023-09-12 Strong Force Iot Portfolio 2016, Llc Methods and systems of diagnosing machine components using analog sensor data and neural network
US10983514B2 (en) 2016-05-09 2021-04-20 Strong Force Iot Portfolio 2016, Llc Methods and systems for equipment monitoring in an Internet of Things mining environment
US10983507B2 (en) 2016-05-09 2021-04-20 Strong Force Iot Portfolio 2016, Llc Method for data collection and frequency analysis with self-organization functionality
US11003179B2 (en) 2016-05-09 2021-05-11 Strong Force Iot Portfolio 2016, Llc Methods and systems for a data marketplace in an industrial internet of things environment
US11009865B2 (en) 2016-05-09 2021-05-18 Strong Force Iot Portfolio 2016, Llc Methods and systems for a noise pattern data marketplace in an industrial internet of things environment
US11029680B2 (en) 2016-05-09 2021-06-08 Strong Force Iot Portfolio 2016, Llc Methods and systems for detection in an industrial internet of things data collection environment with frequency band adjustments for diagnosing oil and gas production equipment
US11728910B2 (en) 2016-05-09 2023-08-15 Strong Force Iot Portfolio 2016, Llc Methods and systems for detection in an industrial internet of things data collection environment with expert systems to predict failures and system state for slow rotating components
US10338554B2 (en) 2016-05-09 2019-07-02 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US11048248B2 (en) 2016-05-09 2021-06-29 Strong Force Iot Portfolio 2016, Llc Methods and systems for industrial internet of things data collection in a network sensitive mining environment
US11054817B2 (en) 2016-05-09 2021-07-06 Strong Force Iot Portfolio 2016, Llc Methods and systems for data collection and intelligent process adjustment in an industrial environment
US11067959B2 (en) 2016-05-09 2021-07-20 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US11663442B2 (en) 2016-05-09 2023-05-30 Strong Force Iot Portfolio 2016, Llc Methods and systems for detection in an industrial Internet of Things data collection environment with intelligent data management for industrial processes including sensors
US11073826B2 (en) 2016-05-09 2021-07-27 Strong Force Iot Portfolio 2016, Llc Systems and methods for data collection providing a haptic user interface
US11086311B2 (en) 2016-05-09 2021-08-10 Strong Force Iot Portfolio 2016, Llc Systems and methods for data collection having intelligent data collection bands
US11092955B2 (en) 2016-05-09 2021-08-17 Strong Force Iot Portfolio 2016, Llc Systems and methods for data collection utilizing relative phase detection
US11106199B2 (en) 2016-05-09 2021-08-31 Strong Force Iot Portfolio 2016, Llc Systems, methods and apparatus for providing a reduced dimensionality view of data collected on a self-organizing network
US11106188B2 (en) 2016-05-09 2021-08-31 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US11112784B2 (en) 2016-05-09 2021-09-07 Strong Force Iot Portfolio 2016, Llc Methods and systems for communications in an industrial internet of things data collection environment with large data sets
US11112785B2 (en) 2016-05-09 2021-09-07 Strong Force Iot Portfolio 2016, Llc Systems and methods for data collection and signal conditioning in an industrial environment
US11119473B2 (en) 2016-05-09 2021-09-14 Strong Force Iot Portfolio 2016, Llc Systems and methods for data collection and processing with IP front-end signal conditioning
US11126171B2 (en) 2016-05-09 2021-09-21 Strong Force Iot Portfolio 2016, Llc Methods and systems of diagnosing machine components using neural networks and having bandwidth allocation
US11126153B2 (en) 2016-05-09 2021-09-21 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US11646808B2 (en) 2016-05-09 2023-05-09 Strong Force Iot Portfolio 2016, Llc Methods and systems for adaption of data storage and communication in an internet of things downstream oil and gas environment
US11609552B2 (en) 2016-05-09 2023-03-21 Strong Force Iot Portfolio 2016, Llc Method and system for adjusting an operating parameter on a production line
US11137752B2 (en) 2016-05-09 2021-10-05 Strong Force loT Portfolio 2016, LLC Systems, methods and apparatus for data collection and storage according to a data storage profile
US11144025B2 (en) 2016-05-09 2021-10-12 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US11609553B2 (en) 2016-05-09 2023-03-21 Strong Force Iot Portfolio 2016, Llc Systems and methods for data collection and frequency evaluation for pumps and fans
US11150621B2 (en) 2016-05-09 2021-10-19 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US11156998B2 (en) 2016-05-09 2021-10-26 Strong Force Iot Portfolio 2016, Llc Methods and systems for process adjustments in an internet of things chemical production process
US11163283B2 (en) 2016-05-09 2021-11-02 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US11163282B2 (en) 2016-05-09 2021-11-02 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US11169497B2 (en) 2016-05-09 2021-11-09 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US11169496B2 (en) 2016-05-09 2021-11-09 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US11169511B2 (en) 2016-05-09 2021-11-09 Strong Force Iot Portfolio 2016, Llc Methods and systems for network-sensitive data collection and intelligent process adjustment in an industrial environment
US11586181B2 (en) 2016-05-09 2023-02-21 Strong Force Iot Portfolio 2016, Llc Systems and methods for adjusting process parameters in a production environment
US11586188B2 (en) 2016-05-09 2023-02-21 Strong Force Iot Portfolio 2016, Llc Methods and systems for a data marketplace for high volume industrial processes
US11175642B2 (en) 2016-05-09 2021-11-16 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US11181893B2 (en) 2016-05-09 2021-11-23 Strong Force Iot Portfolio 2016, Llc Systems and methods for data communication over a plurality of data paths
US11194318B2 (en) 2016-05-09 2021-12-07 Strong Force Iot Portfolio 2016, Llc Systems and methods utilizing noise analysis to determine conveyor performance
US11194319B2 (en) 2016-05-09 2021-12-07 Strong Force Iot Portfolio 2016, Llc Systems and methods for data collection in a vehicle steering system utilizing relative phase detection
US11573557B2 (en) 2016-05-09 2023-02-07 Strong Force Iot Portfolio 2016, Llc Methods and systems of industrial processes with self organizing data collectors and neural networks
US11199835B2 (en) 2016-05-09 2021-12-14 Strong Force Iot Portfolio 2016, Llc Method and system of a noise pattern data marketplace in an industrial environment
US11573558B2 (en) 2016-05-09 2023-02-07 Strong Force Iot Portfolio 2016, Llc Methods and systems for sensor fusion in a production line environment
US11507075B2 (en) 2016-05-09 2022-11-22 Strong Force Iot Portfolio 2016, Llc Method and system of a noise pattern data marketplace for a power station
US11215980B2 (en) 2016-05-09 2022-01-04 Strong Force Iot Portfolio 2016, Llc Systems and methods utilizing routing schemes to optimize data collection
US11221613B2 (en) 2016-05-09 2022-01-11 Strong Force Iot Portfolio 2016, Llc Methods and systems for noise detection and removal in a motor
US11507064B2 (en) 2016-05-09 2022-11-22 Strong Force Iot Portfolio 2016, Llc Methods and systems for industrial internet of things data collection in downstream oil and gas environment
US11493903B2 (en) 2016-05-09 2022-11-08 Strong Force Iot Portfolio 2016, Llc Methods and systems for a data marketplace in a conveyor environment
US11243521B2 (en) 2016-05-09 2022-02-08 Strong Force Iot Portfolio 2016, Llc Methods and systems for data collection in an industrial environment with haptic feedback and data communication and bandwidth control
US11243528B2 (en) 2016-05-09 2022-02-08 Strong Force Iot Portfolio 2016, Llc Systems and methods for data collection utilizing adaptive scheduling of a multiplexer
US11243522B2 (en) 2016-05-09 2022-02-08 Strong Force Iot Portfolio 2016, Llc Methods and systems for detection in an industrial Internet of Things data collection environment with intelligent data collection and equipment package adjustment for a production line
US11256242B2 (en) 2016-05-09 2022-02-22 Strong Force Iot Portfolio 2016, Llc Methods and systems of chemical or pharmaceutical production line with self organizing data collectors and neural networks
US11256243B2 (en) 2016-05-09 2022-02-22 Strong Force loT Portfolio 2016, LLC Methods and systems for detection in an industrial Internet of Things data collection environment with intelligent data collection and equipment package adjustment for fluid conveyance equipment
US11262737B2 (en) 2016-05-09 2022-03-01 Strong Force Iot Portfolio 2016, Llc Systems and methods for monitoring a vehicle steering system
US11269318B2 (en) 2016-05-09 2022-03-08 Strong Force Iot Portfolio 2016, Llc Systems, apparatus and methods for data collection utilizing an adaptively controlled analog crosspoint switch
US11269319B2 (en) 2016-05-09 2022-03-08 Strong Force Iot Portfolio 2016, Llc Methods for determining candidate sources of data collection
US11281202B2 (en) 2016-05-09 2022-03-22 Strong Force Iot Portfolio 2016, Llc Method and system of modifying a data collection trajectory for bearings
US11307565B2 (en) 2016-05-09 2022-04-19 Strong Force Iot Portfolio 2016, Llc Method and system of a noise pattern data marketplace for motors
US11327455B2 (en) 2016-05-09 2022-05-10 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial Internet of Things
US11327475B2 (en) 2016-05-09 2022-05-10 Strong Force Iot Portfolio 2016, Llc Methods and systems for intelligent collection and analysis of vehicle data
US11334063B2 (en) 2016-05-09 2022-05-17 Strong Force Iot Portfolio 2016, Llc Systems and methods for policy automation for a data collection system
US11340573B2 (en) 2016-05-09 2022-05-24 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US11340589B2 (en) 2016-05-09 2022-05-24 Strong Force Iot Portfolio 2016, Llc Methods and systems for detection in an industrial Internet of Things data collection environment with expert systems diagnostics and process adjustments for vibrating components
US11347206B2 (en) 2016-05-09 2022-05-31 Strong Force Iot Portfolio 2016, Llc Methods and systems for data collection in a chemical or pharmaceutical production process with haptic feedback and control of data communication
US11347205B2 (en) 2016-05-09 2022-05-31 Strong Force Iot Portfolio 2016, Llc Methods and systems for network-sensitive data collection and process assessment in an industrial environment
US11347215B2 (en) 2016-05-09 2022-05-31 Strong Force Iot Portfolio 2016, Llc Methods and systems for detection in an industrial internet of things data collection environment with intelligent management of data selection in high data volume data streams
US11353850B2 (en) 2016-05-09 2022-06-07 Strong Force Iot Portfolio 2016, Llc Systems and methods for data collection and signal evaluation to determine sensor status
US11353852B2 (en) 2016-05-09 2022-06-07 Strong Force Iot Portfolio 2016, Llc Method and system of modifying a data collection trajectory for pumps and fans
US11353851B2 (en) 2016-05-09 2022-06-07 Strong Force Iot Portfolio 2016, Llc Systems and methods of data collection monitoring utilizing a peak detection circuit
US11360459B2 (en) 2016-05-09 2022-06-14 Strong Force Iot Portfolio 2016, Llc Method and system for adjusting an operating parameter in a marginal network
US11366455B2 (en) 2016-05-09 2022-06-21 Strong Force Iot Portfolio 2016, Llc Methods and systems for optimization of data collection and storage using 3rd party data from a data marketplace in an industrial internet of things environment
US11366456B2 (en) 2016-05-09 2022-06-21 Strong Force Iot Portfolio 2016, Llc Methods and systems for detection in an industrial internet of things data collection environment with intelligent data management for industrial processes including analog sensors
US11372394B2 (en) 2016-05-09 2022-06-28 Strong Force Iot Portfolio 2016, Llc Methods and systems for detection in an industrial internet of things data collection environment with self-organizing expert system detection for complex industrial, chemical process
US11372395B2 (en) 2016-05-09 2022-06-28 Strong Force Iot Portfolio 2016, Llc Methods and systems for detection in an industrial Internet of Things data collection environment with expert systems diagnostics for vibrating components
US10394210B2 (en) * 2016-05-09 2019-08-27 Strong Force Iot Portfolio 2016, Llc Methods and systems for the industrial internet of things
US11385622B2 (en) 2016-05-09 2022-07-12 Strong Force Iot Portfolio 2016, Llc Systems and methods for characterizing an industrial system
US11385623B2 (en) 2016-05-09 2022-07-12 Strong Force Iot Portfolio 2016, Llc Systems and methods of data collection and analysis of data from a plurality of monitoring devices
US11392116B2 (en) 2016-05-09 2022-07-19 Strong Force Iot Portfolio 2016, Llc Systems and methods for self-organizing data collection based on production environment parameter
US11392111B2 (en) 2016-05-09 2022-07-19 Strong Force Iot Portfolio 2016, Llc Methods and systems for intelligent data collection for a production line
US11392109B2 (en) 2016-05-09 2022-07-19 Strong Force Iot Portfolio 2016, Llc Methods and systems for data collection in an industrial refining environment with haptic feedback and data storage control
US11397421B2 (en) 2016-05-09 2022-07-26 Strong Force Iot Portfolio 2016, Llc Systems, devices and methods for bearing analysis in an industrial environment
US11415978B2 (en) 2016-05-09 2022-08-16 Strong Force Iot Portfolio 2016, Llc Systems and methods for enabling user selection of components for data collection in an industrial environment
US11397422B2 (en) 2016-05-09 2022-07-26 Strong Force Iot Portfolio 2016, Llc System, method, and apparatus for changing a sensed parameter group for a mixer or agitator
US11402826B2 (en) 2016-05-09 2022-08-02 Strong Force Iot Portfolio 2016, Llc Methods and systems of industrial production line with self organizing data collectors and neural networks
US11409266B2 (en) 2016-05-09 2022-08-09 Strong Force Iot Portfolio 2016, Llc System, method, and apparatus for changing a sensed parameter group for a motor
US11237546B2 (en) 2016-06-15 2022-02-01 Strong Force loT Portfolio 2016, LLC Method and system of modifying a data collection trajectory for vehicles
US10061316B2 (en) * 2016-07-08 2018-08-28 Toyota Motor Engineering & Manufacturing North America, Inc. Control policy learning and vehicle control method based on reinforcement learning without active exploration
US10065654B2 (en) * 2016-07-08 2018-09-04 Toyota Motor Engineering & Manufacturing North America, Inc. Online learning and vehicle control method based on reinforcement learning without active exploration
US11144047B2 (en) 2017-08-02 2021-10-12 Strong Force Iot Portfolio 2016, Llc Systems for data collection and self-organizing storage including enhancing resolution
US11442445B2 (en) 2017-08-02 2022-09-13 Strong Force Iot Portfolio 2016, Llc Data collection systems and methods with alternate routing of input channels
US10678233B2 (en) 2017-08-02 2020-06-09 Strong Force Iot Portfolio 2016, Llc Systems and methods for data collection and data sharing in an industrial environment
US11231705B2 (en) 2017-08-02 2022-01-25 Strong Force Iot Portfolio 2016, Llc Methods for data monitoring with changeable routing of input channels
US11209813B2 (en) 2017-08-02 2021-12-28 Strong Force Iot Portfolio 2016, Llc Data monitoring systems and methods to update input channel routing in response to an alarm state
US10795350B2 (en) 2017-08-02 2020-10-06 Strong Force Iot Portfolio 2016, Llc Systems and methods for data collection including pattern recognition
US10824140B2 (en) 2017-08-02 2020-11-03 Strong Force Iot Portfolio 2016, Llc Systems and methods for network-sensitive data collection
US11199837B2 (en) 2017-08-02 2021-12-14 Strong Force Iot Portfolio 2016, Llc Data monitoring systems and methods to update input channel routing in response to an alarm state
US10908602B2 (en) 2017-08-02 2021-02-02 Strong Force Iot Portfolio 2016, Llc Systems and methods for network-sensitive data collection
US11175653B2 (en) 2017-08-02 2021-11-16 Strong Force Iot Portfolio 2016, Llc Systems for data collection and storage including network evaluation and data storage profiles
US10921801B2 (en) 2017-08-02 2021-02-16 Strong Force loT Portfolio 2016, LLC Data collection systems and methods for updating sensed parameter groups based on pattern recognition
US11036215B2 (en) 2017-08-02 2021-06-15 Strong Force Iot Portfolio 2016, Llc Data collection systems with pattern analysis for an industrial environment
US11131989B2 (en) 2017-08-02 2021-09-28 Strong Force Iot Portfolio 2016, Llc Systems and methods for data collection including pattern recognition
US11067976B2 (en) 2017-08-02 2021-07-20 Strong Force Iot Portfolio 2016, Llc Data collection systems having a self-sufficient data acquisition box
US11126173B2 (en) 2017-08-02 2021-09-21 Strong Force Iot Portfolio 2016, Llc Data collection systems having a self-sufficient data acquisition box
US11397428B2 (en) 2017-08-02 2022-07-26 Strong Force Iot Portfolio 2016, Llc Self-organizing systems and methods for data collection
US11449016B2 (en) * 2017-12-22 2022-09-20 Huawei Technologies Co., Ltd. Action control method and apparatus
US20230161344A1 (en) * 2018-01-15 2023-05-25 Uatc, Llc Discrete Decision Architecture for Motion Planning System of an Autonomous Vehicle
US11568236B2 (en) 2018-01-25 2023-01-31 The Research Foundation For The State University Of New York Framework and methods of diverse exploration for fast and safe policy improvement
US20190266498A1 (en) * 2018-02-28 2019-08-29 Cisco Technology, Inc. Behavioral models for vehicles
US11410030B2 (en) 2018-09-06 2022-08-09 International Business Machines Corporation Active imitation learning in high dimensional continuous environments
CN109709978A (zh) * 2018-11-26 2019-05-03 北京空天技术研究所 一种高超声速飞行器制导控制一体化设计方法
CN109709978B (zh) * 2018-11-26 2021-12-10 北京空天技术研究所 一种高超声速飞行器制导控制一体化设计方法
US11439346B2 (en) 2019-01-03 2022-09-13 Jacob T. Boyle Robotic device for assisting individuals with a mental illness
US11958183B2 (en) 2019-09-19 2024-04-16 The Research Foundation For The State University Of New York Negotiation-based human-robot collaboration via augmented reality
WO2021061401A1 (en) * 2019-09-27 2021-04-01 D5Ai Llc Selective training of deep learning modules
US11529733B2 (en) * 2019-10-15 2022-12-20 Hefei University Of Technology Method and system for robot action imitation learning in three-dimensional space

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